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Photonic Unitary Neural Network Chip with Complex-valued Transformation Layer

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Abstract

We propose a complex-valued transformation layer whose architecture is compatible with the photonic unitary neural network chip. We simulate unitary neural networks on the MNIST dataset and complex-valued transformation layer can significantly improve the accuracy.

© 2021 The Author(s)

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